SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 521–530 of 822 papers

TitleStatusHype
InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information RetrievalCode2
CuTS: Customizable Tabular Synthetic Data GenerationCode0
Approximate, Adapt, Anonymize (3A): a Framework for Privacy Preserving Training Data Release for Machine Learning—0
FFPDG: Fast, Fair and Private Data Generation—0
SaGess: Sampling Graph Denoising Diffusion Model for Scalable Graph GenerationCode0
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated MotionCode2
Synthetic Demographic Data Generation for Card Fraud Detection Using GANsCode0
On the Usefulness of Synthetic Tabular Data Generation—0
Data-Driven Approach for Formality-Sensitive Machine Translation: Language-Specific Handling and Synthetic Data Generation—0
Exploring the Effectiveness of Dataset Synthesis: An application of Apple Detection in Orchards—0
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All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified